About Course
Course Description
This program focuses on data science, machine learning, artificial intelligence, big data technologies, and predictive analytics. Students learn how to process, analyze, and interpret complex datasets to solve real-world problems.
Curriculum
Module 1: Data Science Foundations
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Data Types
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Statistical Techniques
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Data Visualization
Module 2: Python for Data Analytics
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Pandas & NumPy
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Data Cleaning
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Exploratory Data Analysis
Module 3: Machine Learning
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Supervised Algorithms
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Unsupervised Algorithms
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Model Evaluation
Module 4: Artificial Intelligence
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Deep Learning Basics
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Neural Networks
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Natural Language Processing
Module 5: Big Data Technologies
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Hadoop
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Spark
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Distributed Computing
Module 6: Business Analytics
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Predictive Modeling
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Business Intelligence Tools
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Decision Support Systems